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Mohammed Ennejjar
Observed name:
M. Ennejjar
Institution:
Cadi Ayyad University
Observed institution:
Cadi Ayyad University
ORCID:
0009-0004-2298-1396
Observed ORCID:
0009-0004-2298-1396
OpenAlex ID:
A5098445318
A hybrid PCA-LSTM predictive approach for enhancing multi-step indoor temperature prediction towards energy-efficient HVAC control
2025
·
Mohammed Ennejjar
, Mustapha Ezzini
, et al.
·
Physica Scripta
·
9
Field evaluation of performance degradation for three photovoltaic technologies operating in Marrakech's semi-arid environment
2026
·
Mustapha Ezzini
, Mohammed Ennejjar
, et al.
·
Energy Sustainable Development/Energy for sustainable development
·
6
Completing a dataset for a passive house using a Feedforward Neural Network with Adam optimization
2024
·
Mohammed Ennejjar
, Samira Chabaa
, et al.
·
International Conference on Global Aeronautical Engineering and Satellite Technology (GAST)
·
6
Comparative Analysis of Monocrystalline and Polycrystalline Photovoltaic Performance in Arid Climates Using Random Forest for Missing Data Completion
2024
·
Mustapha Ezzini
, Raja Mouachi
, et al.
·
International Conference on Decision Aid Sciences and Applications (DASA)
·
5
Multi-Seasonal Modeling of Energy Consumption in a Building: Integration of Sub-Models with Switching
2024
·
Mohammed Ennejjar
, Nasima El assri
, et al.
·
International Conference on Decision Aid Sciences and Applications (DASA)
·
4
Optimization of Solar Irradiation Prediction and Recalibration of Weather Stations Using a Hybrid GRU-ANN Model
2025
·
Mustapha Ezzini
, Raja Mouach
, et al.
·
Lecture notes in networks and systems
·
3
A Hybrid VMD-GRU Framework for Power Consumption Forecasting in Moroccan Residential Buildings Supporting Electrical Energy Monitoring and Management Systems
2025
·
Mohammed Ennejjar
, Nasima El assri
, et al.
·
Lecture notes in networks and systems
·
3
Modeling Indoor Temperature Changes in Low-Energy Buildings Based on Outdoor Temperature and Electric Heater Consumption
2025
·
Mohammed Ennejjar
, Mustapha Ezzini
, et al.
·
Lecture notes in networks and systems
·
2
Long-term degradation of crystalline and amorphous silicon photovoltaic modules under a semi-arid climate
2026
·
Mustapha Ezzini
, Mohammed Ennejjar
, et al.
·
Solar Energy
·
1
Comparative analysis of photovoltaic system technologies using advanced Machine Learning algorithms
2026
·
Mustapha Ezzini
, Mohammed Ennejjar
, et al.
·
Physica Scripta
·
1
A comparative performance assessment of deep learning and shallow regression for bivariate indoor temperature forecasting
2025
·
Mohammed Ennejjar
, Mustapha Ezzini
, et al.
·
Engineering Research Express
·
1
Naive Bayes for Smart Building Management: Predicting Workspace Occupancy
2024
·
Mohammed Ennejjar
, Samira Chabaa
, et al.
·
ITM Web of Conferences
·
1
PDF
Dual offline-online framework for real-time power load forecasting using incremental learning and metaheuristic optimization
2026
·
Mohammed Ennejjar
, Mustapha Ezzini
, et al.
·
Sustainable Computing Informatics and Systems
Hybrid Physical–Machine Learning Model for Photovoltaic Power Prediction Under Semi-Arid Climate Conditions
2026
·
Mustapha Ezzini
, Mohammed Ennejjar
, et al.
·
ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems (ICETSIS)
Immersive 3D Virtual Laboratory with an AI-Powered Pedagogical Avatar for Remote Practical Learning
2026
·
Abdelali El Gourari
, Mustapha Ezzini
, et al.
·
International Conference on Global Aeronautical Engineering and Satellite Technology (GAST)
Enhancing Building Dynamic Thermal Performance and Grid Stability via Model-Based Control
2026
·
Mohammed Ennejjar
, Mustapha Ezzini
, et al.
·
International Conference on Global Aeronautical Engineering and Satellite Technology (GAST)
User Perception-Driven Energy Scheduling: A Human-Centered Strategy for Moroccan Households
2026
·
Mohammed Ennejjar
, Mustapha Ezzini
, et al.
·
Lecture notes in networks and systems
Modeling and Prediction of PV Module Temperature: From Empirical Equations to Artificial Intelligence
2026
·
Mustapha Ezzini
, Mohammed Ennejjar
, et al.
·
Lecture notes in networks and systems
Transforming Remote Practical Learning Through AI and Embedded Systems: Redefining the Role of Educators
2026
·
Abdelali El Gourari
, Mustapha Ezzini
, et al.
·
Lecture notes in networks and systems
Impact of Dust Accumulation on Photovoltaic Panel Performance in Semi-Arid Climates*
2025
·
Mustapha Ezzini
, Mohammed Ennejjar
, et al.
·
International Conference on Decision Aid Sciences and Applications (DASA)
A Self-Adaptive Deep Learning Model for Robust Photovoltaic Power Prediction under Arid Climate Variability*
2025
·
Mustapha Ezzini
, Mohammed Ennejjar
, et al.
·
International Conference on Decision Aid Sciences and Applications (DASA)
Author response for "A Comparative Performance Assessment of Deep Learning and Shallow Regression for Bivariate Indoor Temperature Forecasting"
2025
·
Mohammed Ennejjar
, Mustapha EZZINI
, et al.
·
Publons reviews and discussion
Author response for "A Comparative Performance Assessment of Deep Learning and Shallow Regression for Bivariate Indoor Temperature Forecasting"
2025
·
Mohammed Ennejjar
, Mustapha EZZINI
, et al.
·
Publons reviews and discussion
A Multi-Horizon Data-Driven Framework for Indoor Temperature Forecasting to Enhance Energy Efficiency
2025
·
Mohammed Ennejjar
, Mustapha Ezzini
, et al.
·
International Conference on Systems and Control (ICSC)
Energy Efficiency in Smart Buildings through Prediction modeling and Optimization Using a Modified Whale Optimization Algorithm
2024
·
Nasima El Assri
, Mohammed Ennejjar
, et al.
·
ITM Web of Conferences
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Works count:
29
Citation count:
45
H-index:
4
I10-index:
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